CSS3 Transition on audio player

Hello I am using the HTML5 audio element and I am having trouble with a transition for it. Right now I have a music icon and when the cursor hovers over it, it shows the whole audio player at once. What I want it to do is slowly show the whole audio player via CSS transition. Is this possible?